Newark is completely surrounded by Fremont (California) and has over 40,000 residents and is over 13 square miles in area, so if it's not the largest, it's at least near the top.
If we discount natural borders like the Pacific Ocean, Santa Monica borders only Los Angeles and has twice as many residents.